Target: James Bond
SWS3001 GROUP 10
PROJECT-ID:24
Table of contents
1. Introduction
2. Body(implement)
3. Analysis
4. Surprise: what we don’t know we don’t know
Introduce ourselves
Chen Ruiwu
• UESTC
• Grade 2
Chen Yifan
• SCU
• Grade 3
Feng Likai
• XJTU
• Grade 3
Ye Xiangyu
• HUST
• Grade 2
Work allocation
Name
S
tage 1
S
tage 2
Chen Ruiwu Coding: CD algorithm Content writing
Chen Yifan
Gather dataset, testing,
analysis
Poster design
Feng Likai Coding: CD algorithm Content writing
Ye Xiangyu
Gather dataset, testing,
analysis
Poster design
Introduction
Dataset
Actor Year Film Salary$(millions)
Sean Connery
1962
Dr. No
0.1
1963
From Russia with Love
0.3
1964
Goldfinger
0.5
1965
Thunderball
0.8
1967
You Only Live Twice
0.8 + 25% net merchandise royalty
1971
Diamonds Are Forever
1.2 + 12.5% of gross
1983
Never Say Never Again (Non-Eon film)
3.0 + unknown % of profits
George Lazenby
1969
On Her Majesty's Secret Service
0.1
Roger Moore
1973
Live and Let Die
0.18
1974
The Man with the Golden Gun
0.24 + 2.5%
1977
The Spy Who Loved Me
0.3 + 3.75%
1979
Moonraker
Unknown
1981
For Your Eyes Only
Unknown
1983
Octopussy
4
1985
A View to a Kill
5
Timothy Dalton
1987
The Living Daylights
3
1989
Licence to Kill
5
Pierce Brosnan
1995
GoldenEye
4
1997
Tomorrow Never Dies
8.2
1999
The World Is Not Enough
12.4
2002
Die Another Day
16.5
Daniel Craig
2006
Casino Royale
3.4
2008
Quantum of Solace
8.9
2012
Skyfall
17
2015
Spectre
39
Analysis evidence example:
About algorithm
Dissimilarity
matrix
Siamese
network
CNN
Community
detection
SL,CL,AL
GN
MCL
Implement
Data Set
Siamese Network
Set Threshold
Community Detection
Visualization the result
INPUT
OUTPUT
Use Gephi
Analysis
1.We optimize the community with “don’t know/know”
2.Community finding
What we know that we know
1
• 6 actors and their leading movies.
2
• George Lazenby only take part in one.
3
• Pierce Brosnan and Daniel Craig are well-known.
5 points with 4 actors
3 points with 3 actors
3 points with 2 actors
5 points with 3 actors
Single
L
inkage alg orithm：
W
e cannot see patterns;
Solution——using Average
L
inkage
Average
L
inkage algorithm：
T his is better than S
L
, but still can not see much patterns
Solution——using Average
L
inkage
5 points
with 4
actors
6 points
with 3
actors
Begin clustering
Begin cl ustering
George is not separate.
They are supposed to be together.
Reason: the number of
Threshold maybe too small.
Complete
L
inkage algorithm：
Some obvious clusters emerged;but the thershold were not suitable.
Solution——reset the number in terms of histogram.
Roger Moore
George finally is separate.
The i ron tr iangle
Complete
L
inkage algorithm（high threshold version）：
W
e have plenty of results t o analyze.
MC
L
algorithm：
Some same results as C
L
, but there are some differences.
What we know that we
don’t know
We have analyzed why his is successful
Rank:
THE MOST INFLUENCIAL
THE MOST UNIQUE
CLASSIC
THE MOST HANDSOME EVER
2.Vogue role image leading to failure: high
value distance
Timothy Dalton
George Lazenby
What we don’t know
that we don’t know
1.What happened to Daniel Craig?
Getting older
--wrinkle, Moustache and less hair
40 years old
Quantum of
Solace
44 years old
Skyfall
47 years old
Spectre
36 years old
Casino Royale
James Bond’s role in recent years is set to grow old
Actor Daniel Craig is getting older
---The 25
th
007 film will be his final
And…we are surprised to find that
Daniel Craig realized this trend and tried to stop it by….
received plastic surgery.
2.Sean Connery made attempts, and his
performance influenced his successors.
3.The character created by three popular
actors has a high degree of similarity.
Roger Moore
Daniel Craig
Pierce Brosnan
Overall
High degree
of similarity
What we fail and what we learn
